FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces

24 March 2018

Matthias Nießner

Papers citing "FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces"

50 / 166 papers shown

Title
Deepfakes Generation and Detection: State-of-the-art, open challenges, countermeasures, and way forward Momina Masood M. Nawaz K. Malik A. Javed Aun Irtaza AAML 477 402 0 25 Feb 2021
Fake Visual Content Detection Using Two-Stream Convolutional Neural Networks B. Yousaf Muhammad Usama Waqas Sultani Arif Mahmood Junaid Qadir 105 12 0 03 Jan 2021
Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar ReconstructionComputer Vision and Pattern Recognition (CVPR), 2020 G. Gafni Justus Thies Michael Zollhöfer Matthias Nießner 3DH 443 587 0 05 Dec 2020
Few-shot Image Generation with Elastic Weight ConsolidationNeural Information Processing Systems (NeurIPS), 2020 Yijun Li Richard Y. Zhang Jingwan Lu Eli Shechtman 3DH 263 184 0 04 Dec 2020
Video Generative Adversarial Networks: A Review Nuha Aldausari Arcot Sowmya Nadine Marcus Gelareh Mohammadi EGVM 191 139 0 04 Nov 2020
Designing Indicators to Combat Fake Media Imani N. Sherman Elissa M. Redmiles Jack W. Stokes 85 9 0 01 Oct 2020
A Convolutional LSTM based Residual Network for Deepfake Video Detection Shahroz Tariq Sangyup Lee Simon S. Woo 150 89 0 16 Sep 2020
Deepfake detection: humans vs. machines Pavel Korshunov S´ebastien Marcel 3DPC CVBM 112 60 0 07 Sep 2020
DeepFake Detection Based on the Discrepancy Between the Face and its ContextIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Y. Nirkin Lior Wolf Y. Keller Tal Hassner 3DPC CVBM PICV 229 238 0 27 Aug 2020
Deep Spatial Transformation for Pose-Guided Person Image Generation and AnimationIEEE Transactions on Image Processing (TIP), 2020 Yurui Ren Ge Li Shan Liu Thomas H. Li 3DH 246 75 0 27 Aug 2020
How Do the Hearts of Deep Fakes Beat? Deep Fake Source Detection via Interpreting Residuals with Biological Signals U. Ciftci Ilke Demir L. Yin 200 89 0 26 Aug 2020
Sharp Multiple Instance Learning for DeepFake Video DetectionACM Multimedia (ACM MM), 2020 Xiaodan Li Yining Lang YueFeng Chen Xiaofeng Mao Yuan He Shuhui Wang Hui Xue Quan Lu AAML 168 187 0 11 Aug 2020
Animating Through Warping: an Efficient Method for High-Quality Facial Expression AnimationACM Multimedia (ACM MM), 2020 Zili Yi Qiang Tang Vishnu Sanjay Ramiya Srinivasan Zhan Xu 3DH 109 12 0 01 Aug 2020
Deep Convolutional Neural Network for Identifying Seam-Carving Forgery Seung-Hun Nam Wonhyuk Ahn In-Jae Yu Myung-Joon Kwon Minseok Son Heung-Kyu Lee 115 24 0 05 Jul 2020
Detecting Forged Facial Videos using convolutional neural network N. Sambhu Shaun J. Canavan CVBM 81 1 0 17 May 2020
Fake face detection via adaptive manipulation traces extraction network Zhiqing Guo Gaobo Yang Jiyou Chen Xingming Sun CVBM 152 16 0 11 May 2020
Deepfake Forensics Using Recurrent Neural Networks U. Rahul M. Ragul K. RajaVignesh K. Tejeswinee 88 2 0 01 May 2020
Deepfake Video Forensics based on Transfer Learning U. Rahul M. Ragul K. RajaVignesh K. Tejeswinee AAML 55 9 0 29 Apr 2020
Example-Guided Image Synthesis across Arbitrary Scenes using Masked Spatial-Channel Attention and Self-Supervision Haitian Zheng Haofu Liao Lele Chen Wei Xiong Tianlang Chen Jiebo Luo 156 3 0 18 Apr 2020
DeepFakes Evolution: Analysis of Facial Regions and Fake Detection Performance Ruben Tolosana Sergio Romero-Tapiador Julian Fierrez R. Vera-Rodríguez CVBM 186 95 0 16 Apr 2020
Deep Image Spatial Transformation for Person Image GenerationComputer Vision and Pattern Recognition (CVPR), 2020 Yurui Ren Xiaoming Yu Junming Chen Thomas H. Li Ge Li 3DH 3DPC 212 193 0 02 Mar 2020
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses Niharika Jain Alberto Olmo Hernandez Sailik Sengupta L. Manikonda S. Kambhampati 251 38 0 26 Jan 2020
Detecting Face2Face Facial Reenactment in VideosIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Prabhat Kumar Mayank Vatsa Richa Singh PICV CVBM 124 55 0 21 Jan 2020
Media Forensics and DeepFakes: an overviewIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2020 L. Verdoliva 336 660 0 18 Jan 2020
Learning Transformation-Aware Embeddings for Image Forensics Aparna Bharati Daniel Moreira Patrick Flynn Anderson de Rezende Rocha Kevin W. Bowyer Walter J. Scheirer 137 2 0 13 Jan 2020
FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning NetworkIFIP International Information Security Conference (IIS), 2020 Hyeonseong Jeon Youngoh Bang Simon S. Woo 124 64 0 05 Jan 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake DetectionInformation Fusion (Inf. Fusion), 2020 Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 318 907 0 01 Jan 2020
Face X-ray for More General Face Forgery DetectionComputer Vision and Pattern Recognition (CVPR), 2019 Lingzhi Li Jianmin Bao Ting Zhang Hao Yang Dong Chen Fang Wen B. Guo PICV CVBM 352 1,023 0 31 Dec 2019
Extracting deep local features to detect manipulated images of human facesInternational Conference on Information Photonics (ICIP), 2019 Michail Tarasiou Stefanos Zafeiriou 3DH AAML CVBM 112 22 0 29 Nov 2019
Example-Guided Scene Image Synthesis using Masked Spatial-Channel Attention and Patch-Based Self-Supervision Haitian Zheng Haofu Liao Lele Chen Wei Xiong Tianlang Chen Jiebo Luo 115 5 0 27 Nov 2019
FLNet: Landmark Driven Fetching and Learning Network for Faithful Talking Facial Animation SynthesisAAAI Conference on Artificial Intelligence (AAAI), 2019 Kuangxiao Gu Yuqian Zhou Thomas Huang CVBM 3DH 136 61 0 21 Nov 2019
Live Face De-Identification in VideoIEEE International Conference on Computer Vision (ICCV), 2019 Oran Gafni Lior Wolf Yaniv Taigman CVBM PICV 287 147 0 19 Nov 2019
Exploiting Human Social Cognition for the Detection of Fake and Fraudulent Faces via Memory Networks Tharindu Fernando Clinton Fookes Akila Pemasiri Sridha Sridharan CVBM 159 16 0 17 Nov 2019
Few-shot Video-to-Video SynthesisNeural Information Processing Systems (NeurIPS), 2019 Ting-Chun Wang Ming-Yuan Liu Andrew Tao Guilin Liu Jan Kautz Bryan Catanzaro DiffM VGen 281 395 0 28 Oct 2019
Use of a Capsule Network to Detect Fake Images and Videos H. Nguyen Junichi Yamagishi Isao Echizen 217 207 0 28 Oct 2019
The Deepfake Detection Challenge (DFDC) Preview Dataset Brian Dolhansky Russ Howes Ben Pflaum Nicole Baram Cristian Canton Ferrer 255 583 0 19 Oct 2019
On the Detection of Digital Face ManipulationComputer Vision and Pattern Recognition (CVPR), 2019 H. Dang Anand Balakrishnan J. Stehouwer Connor Christopherson David Wingate CVBM AAML 356 657 0 03 Oct 2019
Vulnerability of Face Recognition to Deep MorphingInternational Conference on Biometrics (ICB), 2019 Pavel Korshunov S´ebastien Marcel PICV CVBM 137 12 0 03 Oct 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake ForensicsComputer Vision and Pattern Recognition (CVPR), 2019 Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 443 1,397 0 27 Sep 2019
Deep Learning for Deepfakes Creation and Detection: A SurveyComputer Vision and Image Understanding (CVIU), 2019 Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen D. Nguyen Thien Huynh-The S. Nahavandi Thanh Tam Nguyen Quoc-Viet Pham Cu Nguyen 277 524 0 25 Sep 2019
How Relevant is the Turing Test in the Age of Sophisbots?IEEE Security and Privacy (IEEE S&P), 2019 Dan Boneh Andrew J. Grotto Patrick McDaniel Nicolas Papernot 99 33 0 30 Aug 2019
Learnable Gated Temporal Shift Module for Deep Video InpaintingBritish Machine Vision Conference (BMVC), 2019 Ya-Liang Chang Zhe-Yu Liu Kuan-Ying Lee Winston H. Hsu 216 12 0 02 Jul 2019
Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations Yuezun Li Xin Yang Baoyuan Wu Siwei Lyu AAML PICV CVBM 157 42 0 21 Jun 2019
We Need No Pixels: Video Manipulation Detection Using Stream Descriptors David Guera Sriram Baireddy Paolo Bestagini Stefano Tubaro Edward J. Delp 119 32 0 20 Jun 2019
Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and Videos H. Nguyen Fuming Fang Junichi Yamagishi Isao Echizen AAML CVBM 185 481 0 17 Jun 2019
Detecting Photoshopped Faces by Scripting PhotoshopIEEE International Conference on Computer Vision (ICCV), 2019 Sheng-Yu Wang Oliver Wang Andrew Owens Richard Y. Zhang Alexei A. Efros CVBM PICV 151 143 0 13 Jun 2019
Example-Guided Style Consistent Image Synthesis from Semantic LabelingComputer Vision and Pattern Recognition (CVPR), 2019 Miao Wang Guo-Ye Yang Ruilong Li Runze Liang Song-Hai Zhang P. Hall Shimin Hu GAN 173 89 0 04 Jun 2019
Frame-Recurrent Video Inpainting by Robust Optical Flow Inference Yifan Ding Chuan Wang Haibin Huang Jiaming Liu Jue Wang Liqiang Wang 126 13 0 08 May 2019
Recurrent Convolutional Strategies for Face Manipulation Detection in Videos Ekraam Sabir Jiaxin Cheng Ayush Jaiswal Wael AbdAlmageed I. Masi Premkumar Natarajan AAML CVBM 313 516 0 02 May 2019
Deferred Neural Rendering: Image Synthesis using Neural TexturesACM Transactions on Graphics (TOG), 2019 Justus Thies Michael Zollhöfer Matthias Nießner 3DH 201 745 0 28 Apr 2019